Thomas Unise

Thomas UniseEnterprise AI consultant

Enterprise AI Consultant

Enterprise AI consulting that pays for itself.

I help enterprises design, implement, and optimize mission-critical agentic AI systems. Click below to learn how I can help.

Let's talk What I do

Secure Compliant Measurable

The discipline

Most consultants can build you an agent. Few can tell you what it's worth.

I came up through performance marketing, where every dollar gets tracked and every campaign answers to a number. I bring that same discipline to AI — so the value crosses the cost, and keeps climbing.

Over the last two decades, I built a reputation for sharp, no-nonsense strategy and high-impact execution — first in marketing and data analytics, now in enterprise AI.

That background matters. AI that can't prove its value is a science project. I don't build science projects. I build systems that pay for themselves — and I show you the math.

Every agent, every workflow, every system gets a scoreboard: hours saved, cost per task, error rates, revenue impact.

Cumulative cost Cumulative value

Investment tracked to ROI Net gain compounds past payback

What I do

Design, implement, and optimize AI for organizations that can't afford to get it wrong.

Built around your actual processes — not a demo — and deployed, secured, and tuned until they hold up in production.

Agentic AI workflows

Designed around your actual processes, not a demo. Built, deployed, and tuned until they hold up in production — and hold up under load.

Retrieval pipelines that put your institutional knowledge to work — without leaking it. Grounded, source-aware answers on your own data.

On-premises AI infrastructure

Local model deployment and hardware builds for organizations that need their data to stay inside their walls. Full control, nothing leaving the perimeter.

Enterprise security & compliance

SOC 2 controls. HIPAA compliance. Deployments built for healthcare, legal, finance, and other regulated industries — from day one, not bolted on later.

SOC 2HIPAAHealthcareLegalFinance

Knowledge systems

Your documents, wikis, tickets, and contracts turned into one queryable, source-cited system. Institutional knowledge that finally answers back — with the receipts.

Decision intelligence

Analytics, dashboards, and predictive models that drive real decisions — built by someone who spent 15 years attaching dollars to outcomes, not decorating slide decks.

Enterprise workflows

Multi-system orchestration across Salesforce, ServiceNow, SAP, and your custom APIs. The systems that don't talk to each other — finally talking, with an audit trail.

Digital transformation

End-to-end process modernization — not a rip-and-replace. We modernize what actually matters and tie every change to a number, so you know it worked.

Prompt-injection defense, red-teaming, and model risk controls. Your AI's attack surface speaks English — I secure what it can see, do, and send.

AI cost optimization

Model routing, caching, and token diets that take 60–80% off the monthly LLM bill — without moving the quality bar. Evals prove it.

View all services & capabilities

Industries

Built for the industries where getting it wrong isn't an option.

Regulated, high-stakes, audit-heavy environments — where AI has to be fast, grounded, and provable at the same time. Pick your world.

Financial Services

Banks, hedge funds, asset managers, fintech, and capital markets. Fast where the market demands it, provable where the regulator does — reconciliation, AML/KYC, surveillance, client intelligence.

Health systems, payers, providers, and pharma. HIPAA-aware, grounded, and auditable — clinical and ops copilots, claims automation, document intelligence. PHI stays protected.

AmLaw firms, in-house counsel, and legal tech. Contract and document intelligence, research synthesis, matter retrieval — every answer traceable to the document, confidentiality preserved.

Carriers, brokers, MGAs, and insurtech. Underwriting support, claims automation, and submission intake — every decision fully auditable, end to end.

Industrial operators with complex supply chains. Supply-chain visibility, ops and maintenance copilots, spec and SOP retrieval — tied to throughput, downtime, and cost.

Cross-Enterprise

Multi-vertical, Fortune-class organizations. One AI platform instead of scattered pilots — shared infrastructure, cross-unit governance, and a scoreboard for every business unit.

The scoreboard

Every deployment answers to a number.

Hours saved. Cost per task. Error rates. Revenue impact. Representative outcomes — your figures depend on where you start, but the direction is consistent.

Manual hours / week

40hBefore

9hAfter

▼ ~78% of busywork removed

Cost per task

$12.40Before

$3.10After

▼ ~75% cheaper per task

Error rate

6.2%Before

0.8%After

▼ ~87% fewer errors

Output per FTE

1×Before

4.3×After

▲ scale without scaling headcount

The difference

Here's where my past makes me dangerous.

Fifteen-plus years in marketing and data analytics. Over $50M in managed ad spend. A career spent attaching dollars to outcomes.

So when I deploy AI in your organization, I attach it to KPIs from the start — hours saved, cost per task, error rates, revenue impact. Every agent, every workflow, every system gets a scoreboard.

AI that can't prove its value is a science project. I don't build science projects. I build systems that pay for themselves, and I show you the math.

$50M+

Managed ad spend, tracked to the dollar

15+ yrs

Marketing & data analytics

20 yrs

Strategy & high-impact execution

100%

Of deployments tied to a KPI

How I work

No bloated engagements. No six-month discovery phase.

I integrate directly with your existing teams — executive-level AI guidance without the burden of a full-time hire.

01

Identify

We find the highest-leverage use cases — where AI moves a real number.

02

Secure

We lock down the stack — compliance and controls built in from day one.

03

Ship

We build and deploy the system into production, not a slide deck.

04

Measure

We track the impact against KPIs — and tune until it pays for itself.

Executive-level AI guidance without the burden of a full-time hire. We identify the highest-leverage use cases, secure the stack, ship the system, and measure the impact.

Let's talk about what AI should be doing for your business.

I enjoy working with serious organizations that want AI to actually move the needle. If that's you, let's talk.

Emailhello@thomasunise.com Call or text651-253-7454 LinkedInConnect → XConnect →

Markets I work in.

Remote-first across the United States, with on-site sessions where they help.

Experienced working within